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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 801–810 of 4740 papers

Title	Date	Tasks	Status	Hype
Dynamics of Adversarial Attacks on Large Language Model-Based Search Engines	Jan 1, 2025	Information RetrievalLanguage Modeling	—Unverified	0
CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care	Dec 31, 2024	Information RetrievalLanguage Modeling	—Unverified	0
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation	Dec 31, 2024	Information RetrievalRAG	—Unverified	0
The Text Classification Pipeline: Starting Shallow going Deeper	Dec 30, 2024	ClassificationInformation Retrieval	—Unverified	0
Retrieval-Augmented Generation for Mobile Edge Computing via Large Language Model	Dec 30, 2024	Edge-computingInformation Retrieval	—Unverified	0
Unsupervised dense retrieval with conterfactual contrastive learning	Dec 30, 2024	Contrastive Learningcounterfactual	—Unverified	0
GliLem: Leveraging GliNER for Contextualized Lemmatization in Estonian	Dec 29, 2024	Information RetrievalLEMMA	—Unverified	0
Reversed in Time: A Novel Temporal-Emphasized Benchmark for Cross-Modal Video-Text Retrieval	Dec 26, 2024	Image-text RetrievalInformation Retrieval	CodeCode Available	0
Computational Analysis of Yaredawi YeZema Silt in Ethiopian Orthodox Tewahedo Church Chants	Dec 25, 2024	Information RetrievalMusic Information Retrieval	CodeCode Available	0
Research Experiment on Multi-Model Comparison for Chinese Text Classification Tasks	Dec 25, 2024	ClassificationInformation Retrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified